Using probe vehicle data for traffic state estimation in signalized urban networks

HJ van Zuylen, F Zheng, Y Chen - Traffic Data Collection and its …, 2010 - Springer
Abstract Probe Vehicle Data (PVD) is becoming more and more common for the collection of
information about the traffic state. In most cases, the information that can be obtained from a …

Efficient traffic state estimation for large-scale urban road networks

QJ Kong, Q Zhao, C Wei, Y Liu - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper presents a systematic solution to efficiently estimate the traffic state of large-scale
urban road networks. We first propose the new approach to construct the exact GIS-T digital …

Allocating travel times recorded from sparse GPS probe vehicles into individual road segments

P Puangprakhon, S Narupiti - Transportation research procedia, 2017 - Elsevier
Probe-based data collection system, which deploys movable sensors in traffic streams to
collect traffic records, is commonly used for area-wide measurement of travel times and …

Sample size analysis of GPS probe vehicles for urban traffic state estimation

Q Zhao, QJ Kong, Y Xia, Y Liu - 2011 14th International IEEE …, 2011 - ieeexplore.ieee.org
Nowadays, probe vehicles equipped with Global Position System (GPS) are an effective way
of collecting real-time traffic information. This paper first briefly introduces the Curve-Fitting …

Path inference of low-frequency GPS probes for urban networks

M Rahmani, HN Koutsopoulos - 2012 15th International IEEE …, 2012 - ieeexplore.ieee.org
The use of probe vehicles in traffic management is growing rapidly. The reason is that the
required data collection infrastructure is increasingly in place in urban areas with significant …

Probe vehicle based real-time traffic monitoring on urban roadways

Y Feng, J Hourdos, GA Davis - Transportation Research Part C: Emerging …, 2014 - Elsevier
Travel time estimation and prediction on urban arterials is an important component of Active
Traffic and Demand Management Systems (ATDMS). This paper aims in using the …

[PDF][PDF] Traffic information deriving using GPS probe vehicle data integrated with GIS

D Tong, CJ Merry, B Coifman - Center for Urban and Regional Analysis …, 2005 - Citeseer
With the rapid vehicle volume growth on roads, the performance of urban road traffic
systems is a major concern to transportation planners, road users, and all members of the …

Using GPS devices for collecting traffic data

D Covaciu, D Florea, I Preda, J Timar - 2008 - aspeckt.unitbv.ro
As the traffic volumes are increasing every day, collecting data about traffic is more and
more difficult, and requires much expensive equipment. This paper presents a method and a …

Route Identification of Freight Vehicle's Tour Using GPS Probe Data and its Application to Evaluation of on and off Ramp Usage of Expressways

T Yokota, D Tamagawa - Procedia-Social and Behavioral Sciences, 2012 - Elsevier
GPS-based probe car data is useful for studying traffic situations that roadside sensors
cannot detect. However, the ambiguity in the map-matching and route identification …

[PDF][PDF] A methodology for data cleansing and trip end identification of probe vehicles

M Sarvi, E Chung, Y Murakami, R Horiguchi… - the proceedings of …, 2002 - i-transportlab.jp
This study firstly proposes a methodology, which estimates link travel time. In addition,
potential approaches to obtain probe vehicles traffic demands from intelligent probe car (IP …